Triple

T31104152

Position	Surface form	Disambiguated ID	Type / Status
Subject	Brian Herbert	`E792748`	entity
Predicate	biographySubjectOf	`P162615`	FINISHED
Object	Dreamer of Dune: The Biography of Frank Herbert Dreamer of Dune: The Biography of Frank Herbert is a biographical book that chronicles the life and career of science fiction author Frank Herbert, creator of the Dune series.	`E1947792`	NE FINISHED

How this triple was built (3 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini

Instruction

Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).

Input

Phrase: Dreamer of Dune: The Biography of Frank Herbert | Statement: [Brian Herbert, biographySubjectOf, Dreamer of Dune: The Biography of Frank Herbert]

NEDg Description generation gpt-5.1

Instruction

Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"

Input

Entity: Dreamer of Dune: The Biography of Frank Herbert
Triple: [Brian Herbert, biographySubjectOf, Dreamer of Dune: The Biography of Frank Herbert]

Generated description

Dreamer of Dune: The Biography of Frank Herbert is a biographical book that chronicles the life and career of science fiction author Frank Herbert, creator of the Dune series.

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: biographySubjectOf
Context triple: [Brian Herbert, biographySubjectOf, Dreamer of Dune: The Biography of Frank Herbert]

A. hasBiographicalSignificanceIn
Indicates that something holds notable relevance or importance within the context of a particular person's life or biography.
B. isBiographerOf
Indicates that one person has written a biography about another person.
C. hasBiographicalSubjectOccupation
Indicates that the biographical subject is or was engaged in the specified occupation or profession.
D. hasBiographicalRelation chosen
Indicates a relationship where one entity has a biographical connection to another, such as being the subject, author, or source of biographical information.
E. hasBiographicalTheme
Indicates that something (such as a work, text, or content) centers on or significantly involves biographical subject matter, such as a person’s life, experiences, or personal history.
F. None of above.

Provenance (6 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step	Stage	Batch ID	Status	When
creating	Elicitation	`batch_69f224cfd5d881908ec6447bc321cd58`	completed	April 29, 2026, 3:33 p.m.
NER	Named-entity recognition	`batch_69f69c234d648190a243fb2b107136a9`	completed	May 3, 2026, 12:51 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a2938af1c0c8190abdcc6a09d84123a`	completed	June 10, 2026, 10:13 a.m.
NEDg	Description generation	`batch_6a293d14cc5481908d80baaaac445120`	completed	June 10, 2026, 10:31 a.m.
NED2	Entity disambiguation (via description)	`batch_6a293e1791c881909b053fc97cc79295`	completed	June 10, 2026, 10:36 a.m.
PD	Predicate disambiguation	`batch_69f69665cd9c819088c388fc82fec42e`	completed	May 3, 2026, 12:27 a.m.

Created at: April 29, 2026, 9:03 p.m.